> For the complete documentation index, see [llms.txt](https://docs.stackai.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.stackai.com/getting-started/tutorials-and-examples/analyze-worksheets.md).

# Analyze Worksheets

{% @arcade/embed flowId="aqqX8uvMMcT7hg2FryU5" url="<https://app.arcade.software/share/aqqX8uvMMcT7hg2FryU5>" %}

**What is Code Execution doing exactly here?**

While not limited to file manipulation, the **Code Execution** tool helps the LLM write Python code to read a file as a pandas DataFrame to swiftly and accurately perform analysis on a worksheet

**Why use Code Execution?**&#x20;

**Code** **Execution** coupled with Anthropic's **Claude 4.5 Opus** is a powerful tool you can use to analyze worksheets. When you have large sets of data, this method allows you to complete more complex analysis on a worksheet.


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